ai-researcher cursor rules

HKUSTDial/Supervisor-Skills

Skill Claude CodeCodex

Structures Benchmark and Evaluation papers using the five-pillar framework (Research Gap, Construction Pipeline, Evaluation Framework, Empirical Findings, optional Companion Method). Returns a completeness audit, a six-part Introduction logic chain, a Section 2-7 skeleton, and a pre-submission checklist. Use when…

HKUSTDial/Supervisor-Skills

Skill Claude CodeCodex

Reconstructs reference images into high-fidelity, editable Draw.io files with rendered previews: native Draw.io elements carry text and structure, SVG covers simple icons that match the reference, and cropped or transparent PNGs preserve complex visuals. Use when the user wants a diagram image, research figure…

HKUSTDial/Supervisor-Skills

Skill Claude CodeCodex

Evaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronger, Cheaper, Broader) plus idea-lifecycle and student-capability matching, paradigm-shift probing, and a fatal-flaws audit. Returns a reviewer-style verdict; non-STEM ideas route to substitute frameworks. Use when the user…

leonardodalinky/SciDER

Skill Claude CodeCodex

Cheminformatics and computational chemistry — SMILES/InChI parsing, molecular property prediction, spectroscopy interpretation, DFT workflow, materials characterization (XRD, SAXS), and key chemistry databases. Use when analyzing chemical or materials data.

leonardodalinky/SciDER

Skill Claude CodeCodex

Model evaluation framework — cross-validation strategies, metric selection by task type, baseline requirements, ablation design, and train/val/test discipline. Use for all ML experiments before reporting results.

leonardodalinky/SciDER

Skill Claude CodeCodex

Text data analysis for NLP research — dataset characterization, preprocessing decision guide, tokenization choices, embedding selection, and evaluation metrics (BLEU, ROUGE, BERTScore, perplexity). Use when analyzing or processing text datasets.

ssdeanx/deep-research-mcp-server

Cursor rule Cursor

@project-documentation(projectName: "open-deep-research - Ultimate Development Guide & Code Snippets Collection") {.

Daisybastioned440/lite-research-agents

Instructions file CodexOpenCode

Instructions for Daisybastioned440/lite-research-agents, covering codex cli — research agent boot contract, on startup, sandbox rule, invoking skills and no subagent spawning.

Daisybastioned440/lite-research-agents

Instructions file

Instructions for Daisybastioned440/lite-research-agents, covering claude code — research agent boot contract, on startup, sandbox rule, invoking skills and no external processes.

Daisybastioned440/lite-research-agents

Skill Claude CodeCodex

Mechanism for keeping an agent anchored to a caller-defined persona across sessions. Covers the biplate private memory system for drift detection and self-correction.

Daisybastioned440/lite-research-agents

Skill Claude CodeCodex

Probe system resources — CPU, RAM, disk, GPU/CUDA/MPS — and translate findings into experiment design recommendations. Run this at the start of any compute-intensive project.

Daisybastioned440/lite-research-agents

Skill Claude CodeCodex

Multi-agent research war room. Personas debate in sequential turns through two phases — ideation and proposal writing. Persona persistence and drift detection are enforced every turn via the persistent-persona skill.